Improved Multiclass Adaboost For Image Classification: The Role Of Tree Optimization.
Arman ZharmagambetovMagzhan GabidollaMiguel Á. Carreira-PerpiñánPublished in: ICIP (2021)
Keyphrases
- multi class
- image classification
- multiclass classification
- multi class classification
- object detection
- error correcting output codes
- pairwise
- feature extraction
- base classifiers
- multiclass problems
- boosting algorithms
- support vector machine
- binary classification
- feature selection
- cost sensitive
- tree structure
- image representation
- image features
- multiple classes
- perceptron algorithm
- binary classifiers
- binary classification problems
- semi supervised
- multi task
- constrained optimization
- svm classifier
- prediction accuracy
- linear combination